Methods for performing soil measurements including defining antenna configuration based on sensor burial depth

ABSTRACT

A method for prescribing action to maintain a land area within a predetermined performance zone is disclosed herein. The method results in prescribing an action for the land area. The method measures soil salinity, soil temperature, soil moisture, air temperature, soil pollutant content, soil nutrient content, and the like.

CROSS REFERENCE TO RELATED APPLICATION

The present application is claims priority to U.S. Provisional Patent Application No. 61/149,692, filed on Feb. 2, 2009, U.S. Provisional Patent Application No. 61/149,028, filed on Feb. 2, 2009, and U.S. Provisional Patent Application No. 61/149,330, filed on Feb. 2, 2009, all of which are hereby incorporated by reference in its entirety.

STATEMENT REGARDING FEDERALLY SPONSORED RESEARCH OR DEVELOPMENT

Not Applicable

BACKGROUND OF THE INVENTION

1. Field of the Invention

The present invention is related to a wireless sub-surface sensor.

2. Description of the Related Art

The prior art discusses other irrigation systems and methods.

Closing an underground to above ground RF communication link is a challenging task. The challenge is typically due to difficult propagation conditions perpetrated by high water content as well as high conductivity in the soil.

The moisture and conductivity vary over time depending on environmental stimulus. High water content increases the rate of absorption of RF energy. Salinity and moisture both change the die-electric constant of the soil, effectively detuning the antenna element as water content changes over time.

In instances, it is possible to adaptively modify the antenna tuning elements, to attempt to tune the antenna to the current state of the soil.

However, in some instances it may not be possible to overcome the adverse effects of moisture in the ground by direct tuning of the RF and antenna components on board the underground wireless sensor. In other instances, certain wireless sensing devices may not be able to adapt their tuning in close to real time to match the soil conditions.

The Present Invention seeks to resolve the problems of the prior art.

BRIEF SUMMARY OF THE INVENTION

The present invention provides a solution to the problems of the prior art.

One aspect of the present invention is a method for prescribing action to maintain a land area within a predetermined performance zone. The method includes monitoring a plurality of parameters of the land area. The method also includes generating a plurality of values for each of the plurality of parameters of the land area. The method also includes transmitting the plurality of values to a processing location. The method also includes processing the plurality of values to generate a plurality of indicator values of a current state in relation to the performance zone for the land area. The method also includes determining a desired state for the land area. The method also includes prescribing an action to change the status from the current state to the desired state for the land area.

Another aspect of the present invention is a method for adaptive irrigation control. The method includes obtaining real-time soil moisture, soil temperature and soil salinity values. The method also includes obtaining a real-time moisture percolation value. The method also includes determining watering schedules based on the values without end-user intervention. The method also includes adapting watering schedules to at least one of seasonal, weather, climate and soil conditions.

Another aspect of the present invention is a method for predicting alerts to maintain a land area within a predetermined performance zone. The method includes monitoring a plurality of parameters of the land area. The method also includes generating a plurality of values for each of the plurality of parameters of the land area. The method also includes transmitting the plurality of values to a processing location. The method also includes processing the plurality of values to generate a plurality of indicator values of a current state in relation to the performance zone for the land area. The method also includes determining if the current state exceeds an alert threshold. The method also includes alerting an operator if the current state exceeds an alert threshold or will exceed an alert threshold.

Another aspect of the present invention is a method for an agronomic service for a land area. The method includes monitoring a plurality of parameters of the land area. The method also includes generating a plurality of values for each of the plurality of parameters of the land area. The method also includes transmitting the plurality of values to a processing location. The method also includes processing the plurality of values to generate a plurality of indicator values of a current state in relation to the performance zone for the land area. The method also includes providing an agronomic service based on the current state.

Another aspect of the present invention is a method for monitoring irrigation of a land area within regulatory standards. The method includes monitoring a plurality of parameters of the land area. The method also includes generating a plurality of values for each of the plurality of parameters of the land area. The method also includes transmitting the plurality of values to a processing location. The method also includes processing the plurality of values to generate a plurality of indicator values of a current state of the irrigation of the land area. The method also includes determining if the current state is within at least one regulatory standard.

The method optionally includes determining that the current state is outside of at least one regulatory standard and acting to return the irrigation of the land area to a current state within the at least one regulatory standard. The at least one regulatory standard may be water use. The at least one regulatory standard may be timing of water use. The at least one regulatory standard may be the pesticide use. The at least one regulatory standard may be fertilizer use. The at least one regulatory standard may be the amount of fertilizer use. The at least one regulatory standard may be energy use for irrigation.

The wireless soil sensor preferably has a tine sleeve for placement over a portion of the sensor. The sleeve is removed when the sensor is ready to be buried beneath the surface of the soil.

The sensor preferably links to a controller, is preferably associated with a watering zone which is to be controlled by a controller. At least a portion of the sensor is preferably waterproof. The tine sleeve preferably has a small patch of exposed PCB conductor which is connected to another, which allows the sensor to assume it is in a hibernation state (for power savings, suppressed communications and suppressed emissions). Essentially, while the sensor has the tine sleeve attached, it is in an inactive state.

The tine sleeve further protects the sensitive components of the sensor during shipment.

Removal of the tine sleeve is an intuitive indication that the sensor is to be associated and buried. The sensor assumes a period of active communication so that a controller/interrupter can learn of its presence and prompt assignment to a watering zone or zones.

After a set period of time, the sensor preferably assumes a normal sensing and broadcast mode. The tine sleeve further acts a physical receipt, allowing for marking with the date, position of installation and corresponding watering zones. The tine sleeve further provides the function of enabling safe transportation of the end-of-life or return for repair of the sensor to a factory or alternative site.

The wireless sensor preferably infers moisture and salinity levels by measuring the dielectric constant of the surrounding soil. A radio antenna used to relay these measurements to a central controller is affected (de-tuned) by surrounding changes in the dielectric constant. The present invention can adaptively tune the antenna impedance match via RF switches and passive components based on moisture and salinity readings. This increases the communication range and reduces power consumption.

A user interface for an irrigation interrupter preferably has a default display of 128 by 64 pixel. In a limited space, the display communicates a tremendous amount of information in an extremely intuitive way. Six columns for watering zones are used in the display. Each zone shows a moisture assessment of Ok, Wet, Dry, or Cold. Next to this is a visual indication of the moisture level in the zone, as reported by one or more sensors, adapted to a soil/plant type. A bar showing moisture level preferably has two marks indicating a lower level where no watering would be interrupted, an upper level indicating that all watering would be interrupted, and in the zone in between, a sensor for how much of the normal watering period will be allowed before a mid-flow cutoff attenuates watering. A bold OFF and ON indication blinks between the view and the underlying moisture status normally shown. The blinking behavior is set to occur when a zone input is active, and indicates the action being taken by the interrupter. Above the moisture indications is a row showing the control status of each zone-whether it is controlled by one or more sensors, or has been placed in manual ON or manual OFF. The user interface allows for determination of a manual mode with only a casual view of the user interface. The top line shows the system status (Auto, Bypass, Master, Slave) and the recent average of water saving, calculated by the percentage of time normally watering has been attenuated. Master and Slave are used to enable “chaining” of multiple interrupters together to control additional zones, preferably six at a time. At the bottom of the display, icons show whether one or more than one sensor is assigned per zone. A solid square is a sensor with no performance issues. A hollow square indicates low battery. A triangle indicates RF reception issues. A hollow triangle represents RF reception and battery issues.

In such conditions, where information about soil moisture and salinity conditions at the time of attempted transmission is available to the wireless sensor, for example when there are on board moisture and conductivity sensor present, the wireless transmitter will perform a simple computation to determine whether its transmission will be successful given the network activity history and the soil moisture and conductivity levels. The wireless sensor will track the moisture and conductivity levels, and based on those levels will adjust its transmission attempts. The impact of this decision making is that it will predict when the transmission will fail, and thus refrain from transmitting. This adaptive adjustment of the transmission schedule will help conservation battery life for battery operated sensor nodes. This adaptive schedule will be effective for one way as well as two way communication links. However its impact will be most evident for two-way over the air protocols.

It is an object of the present invention to provide a proprietary wireless root zone intelligence system that measures real time soil moisture, temperature and salinity. It is an object of the present invention to provide an advanced wireless sensor and analytical, intuitive, fully interactive software. It is an object of the present invention to optimize turf health and playability, improve product quality, and optimize resource utilization.

Having briefly described the present invention, the above and further objects, features and advantages thereof will be recognized by those skilled in the pertinent art from the following detailed description of the invention when taken in conjunction with the accompanying drawings.

BRIEF DESCRIPTION OF THE SEVERAL VIEWS OF THE DRAWINGS

FIG. 1 is a top perspective view of a wireless soil sensor of the present invention with a sleeve attached over a portion of the wireless soil sensor.

FIG. 2 is a first side view of the wireless soil sensor of FIG. 1.

FIG. 3 is an opposing side view of the wireless soil sensor of FIG. 1.

FIG. 4 is top plan view of the wireless soil sensor of FIG. 1.

FIG. 5 is a top perspective view of a wireless soil sensor of the present invention without a sleeve attached over a portion of the wireless soil sensor.

FIG. 6 is a first side view of the wireless soil sensor of FIG. 5.

FIG. 7 is top plan view of the wireless soil sensor of FIG. 5.

FIG. 8 is a rear plan view of the wireless soil sensor of FIG. 5.

FIG. 9 is a schematic diagram of a preferred embodiment of a system of the present invention.

FIG. 9A is a schematic diagram of a preferred embodiment of a system of the present invention illustrating a mesh network established by the transmitters of the system.

FIG. 9B is a schematic diagram of an embodiment of a sensor node of the system.

FIG. 9C is a schematic diagram of an embodiment of a sensor node of the system.

FIG. 10 is a flow chart of a preferred method.

FIG. 11 is an image of flushing information.

FIG. 12 is an image of indicators for the optimal zone.

FIG. 13 is an image of proactive irrigation practices.

FIG. 14-1 is a graph of soil temperature for a number of days to demonstrate that without an understanding of the overall conditions the temperature data is a minimal value.

FIG. 14-2 is a graph of soil moisture for a number of days to demonstrate that without an understanding of the overall conditions the temperature data is a minimal value.

FIG. 14-3 is a graph of soil salinity for a number of days to demonstrate that without an understanding of the overall conditions the temperature data is a minimal value.

FIG. 14A-1 is a graph of soil temperature for a number of days to demonstrate the benefit of knowing the overall conditions and defining a zone for optimum performance.

FIG. 14A-2 is a graph of soil moisture for a number of days to demonstrate the benefit of knowing the overall conditions and defining a zone for optimum performance.

FIG. 14A-3 is a graph of soil salinity for a number of days to demonstrate the benefit of knowing the overall conditions and defining a zone for optimum performance.

FIG. 14B is a graph of soil salinity for a number of days to demonstrate to good quality irrigation.

FIG. 14C is a graph of soil salinity for a number of days to demonstrate to poor quality irrigation.

FIG. 15 is a schematic diagram of a prior art irrigation control system.

FIG. 16 is a schematic diagram of an irrigation control system with an irrigation interrupt.

FIG. 17 is a schematic diagram of an irrigation control system with a wireless irrigation controller.

FIG. 18 is a schematic diagram of a prior art irrigation control system.

FIG. 19 is a schematic diagram of an irrigation control system with a tethered sensor.

FIG. 20 is a schematic diagram of an irrigation control system with a wireless interrupt.

FIG. 21 is a schematic diagram of an irrigation control system with a wireless controller.

FIG. 22 is a block diagram of an alternative embodiment of a sensor.

FIG. 23 is a graph of a calibration curve showing variation in 1/RC with increasing sample conductivity.

FIG. 24 is a schematic diagram of an embodiment of a sensor.

FIG. 25 is a flow chart of a method.

FIG. 26 is a flow chart of a method.

FIG. 27 is a flow chart of a method.

FIG. 28 is a flow chart of a method.

FIG. 29 is a flow chart of a method.

DETAILED DESCRIPTION OF THE INVENTION

The present invention is preferably used with a system and method such as disclosed in Glancy, et al., U.S. Patent Publication Number 2006/0178847 for an Apparatus And Method For Wireless Real Time Measurement And Control Of Soil And Turf Conditions, which is hereby incorporated by reference in its entirety.

The present invention may be used with a system, sensor and method such as disclosed in Campbell, U.S. Pat. No. 7,482,820 for a Sensor For Measuring Moisture And Salinity, which is hereby incorporated by reference in its entirety. The present invention may use a chemical sensor probe such as disclose in U.S. Pat. No. 4,059,499 which is hereby incorporated by reference in its entirety. The present invention may use a chemical sensor probe such as disclose in U.S. Pat. No. 5,033,397 which is hereby incorporated by reference in its entirety. Systems and methods for optimizing irrigation are disclosed in Magro et al., U.S. patent application Ser. No. 12/697,226, filed on Jan. 30, 2010, for a Method And System For Monitoring Soil And Water Resources, which is hereby incorporated by reference in its entirety. Systems, methods, sensors, controllers and interrupters for optimizing irrigation are disclosed in Campbell et al., U.S. patent application Ser. No. 12/697,254, filed on Jan. 31, 2010, for a Method And System For Soil And Water Resources, which is hereby incorporated by reference in its entirety. Systems, methods, sensors, controllers and interrupters for optimizing irrigation are disclosed in Campbell et al., U.S. patent application Ser. No. 12/697,292, filed on Jan. 31, 2010, for a Method Wireless Soil Sensor Utilizing A RF Frequency For Performing Soil Measurements, which is hereby incorporated by reference in its entirety.

A wireless sub-surface sensor 21 is shown in FIGS. 1-8. The wireless sub-surface sensor is placed in the soil below the surface to monitor various parameters of the soil such as electrical properties. Other parameters include moisture, salinity and temperature.

As shown in FIGS. 9, 9A and 9B, a preferred embodiment of a system of the present invention is generally designated 20. The system preferably includes a plurality of wireless sub-surface sensors 21 (upper soil 21 a and lower soil 21 b), a plurality of above-ground receivers 22, a control engine located at an operations center, and a plurality of above-ground sensors 24. The above ground sensors 24 preferably measures air temperature, wind speed, and relative humidity.

FIG. 9B illustrates a wireless sub-surface sensor 21 preferably utilized in the system 20. The wireless sub-surface sensor 21 preferably has a housing 30, a processor 31, a configuration switchable antenna 32, sensors 33 a, 33 b and 33 c, and a power supply 34. The sensors 33 are preferably measure the electrical properties of the soil.

FIG. 9C illustrates a wireless sub-surface sensor 21 alternatively utilized in the system 20. The wireless sub-surface sensor 21 preferably has a housing 30, a processor 31 with an integrated sensor 33, a configuration switchable antenna 32, and a power supply 34.

FIG. 10 is a flow chart of a preferred method 1000 for a wireless soil sensor power saving transmission protocol. At block 1001, a wireless sensor is activated. At block 1002, a plurality of soil properties for the land area are measured by the wireless sub-surface sensor. At block 1003, data from the wireless sensor is attempted to be transmitted to at least one receiver above the surface of the land area. At block 1004, the wireless sub-surface soil sensor fails to connect with a receiver a predetermined number of times. The predetermined number can vary from 10 to 100, and all ranges in between. At block 1005, the wireless sub-surface soil sensor determines that a moisture level of the soil is at or above a threshold level. At block 1006, the wireless sub-surface soil sensor deactivates transmissions to conserve power. The deactivation period preferably ranges from 30 minutes to 48 hours, and all time period in between. At block 1007, the wireless sub-surface soil sensor measures the soil moisture level. At block 1008, the wireless sub-surface soil sensor determines that the soil moisture level is below a threshold. At block 1009, the wireless sub-surface soil sensor reactivates transmissions to the receiver.

An example of a protocol that will implement an embodiment of this approach is provided below. It is provided in the context of a two way over the air link, but can easily be applied to a one way link.

A wireless device (soil sensor 21, interrupter 12 or controller 11) typically goes through a network entry process, in which it searches for and locks onto the signals of other members of the wireless network it is entering. After the signal lock, a handshake takes place, where the entering node transmits and expects to receive a sequence of well defined messages over the air. At the conclusion of this handshake, the entering node is considered a member of the network. It will be able to transmit and receive over the air messages using a well defined protocol. It will be considered a “Joined” member. A “joined” member may maintain a connection oriented or a connection less link with its radio neighbors. (Example of a connection oriented link is a time synchronized CDMA channel between a station and a cell tower. Example of a connection-less link is the Carrier Sense Medium Access (CSMA) link between a WiFi station and its Access Point).

Typically, if the “joined” member is not able to communicate with the other end of the link within a predefined window, it loses its “joined” status, and has to go through a network entry process again. At the least, it may have to perform a less complex re-synchronization task to re-establish its time synch with the network (if is uses a connection oriented link). The link establishment, re-synch, or network entry process will continue (typically with less and less frequency, upon failed attempts) until a) the node rejoins the network, b) the time interval between reentry attempts becomes so large that the node effectively becomes dormant, or c) until the node runs out of battery.

The wireless soil sensor 21 is required to transmit messages for all of the above transactions. If the cause of loss of “joined” status is dues to surrounding soil that is too moist or too saline then the rejoin attempts will also fail. If this condition is not detected, the wireless soil sensor 21 will continue wasting scarce battery reserves for transmissions. The adaptive transmission scheduling mechanism discussed here takes into account the moisture and conductivity of the soil that surrounds the wireless soil sensor 21. It will stop transmissions until the moisture levels of the soil surrounding the node have dropped to manageable levels that will allow successful transmissions.

An example of a preferred method of adaptive transmission is as follows. A preferred method for an adaptive transmission aspect of the present invention begins with determining if (x) number of consecutive connection attempts (or transmission) have failed. Next, the method includes determining if the measured moisture level (or a composite metric that includes moisture and conductivity levels) is at some threshold (y) or above. Next, the method includes assuming the surrounding soil is too wet. Next, the method includes suspending the timers that control the transmission activity of the node. Next, the method includes, continuing to sample the moisture levels, and as long as the moisture levels are above threshold (z), attempting to connect once every predetermined time period, T (T time units only, where T is larger than typical inter-transmission intervals). Next, the method includes determining when the moisture levels have dropped below a threshold (w), then un-suspending the timers and a state machine that controls transmissions. Next, the method includes, allowing the normal protocol to resume for the system.

One can manage what one can measure. And, one can do it all on a real time basis. Soil intelligence equals savings and health. The present invention is preferably a complete package of advanced software, agronomic services and wireless sensor system that helps take the guesswork out of turf management. The present invention turns raw data into useful operating thresholds that help maintain and optimize plant health and performance. The present invention provides the necessary formula that automatically alerts when and where a facility might be experiencing stress and what the treatment options are.

One aspect of the present invention has a data collection component of the software, which allows for monitoring in real time, from an office or from on-site or remote locations, the key variables of moisture, salinity and temperature from each sensor site. The graphic displays are user-friendly and the present invention helps set high-low threshold ranges for each sensor location so that one instantly knows whether the soil is in or out of the optimal range for growth conditions and playability. By continuously analyzing the recorded data and thresholds for each location, this component visually alerts one to conditions at each sensor location and suggests what actions are needed to be more efficient and effective.

One aspect of the present invention optimizes turf and crop health and playability by measuring root zone moisture, salinity and temperature and applying best practices to your turf management. Once the wireless soil sensors 21 are in the ground sending raw data, an optimal zone is devised by analyzing accumulated sensor data, putting decades of agronomic experience to use and applying tested scientific principles. The Zone defines the upper and lower operating thresholds to ensure plant health. This helps with: course evaluation; soil and water analyses; review of existing practices including irrigation, nutritional inputs and maintenance; threshold determinations; sensor placement and more. On a real-time basis, one can manage greens, tees, fairways and rough to keep a facility in prime condition.

The wireless soil sensor 21 provides wireless interface between the sensing elements and the Communication Control Nodes (CCNs) that preferably form a mesh network. The key features include the shape: 8×4 inches. Buried with a Standard Cup Cutter. Supports sensors: analog or digital. 3 “D” Cell batteries: 4+ years life, field replaceable. 1 Watt FHSS radio board supports approximately 400 ft. range 4 in. in ground. Sensor interface and antenna for over air programming for product upgrades.

The key functionalities of the wireless soil sensor 21 are as follows: provide accurate, real-time data on soil moisture, temperature and salinity. Key Features: Pre calibrated for sand, silt and clay. Moisture measurement. Accuracy: +/−0.02WFV from 0 to saturation at <2.5 dS/m conductivity. +/−0.04WFV from 0 to saturation at 2.5-5 dS/m conductivity. Repeatability: +/−0.001WFV. WFV is the fraction of soil occupied by water, a soil at 10% soil moisture has a WFV of 0.10. Conductivity measurement: Accuracy: +/−2% or 0.02 dS/m, whichever is greater, 0-2.5 dS/m. +/−5%, 2.5-5 dS/m. Repeatability: +/−1% or 0.01 dS/m whichever is greater, 0-2.5 dS/m. +/−4%, 2.5-5 dS/m. Temperature measurement: Accuracy: +/−0.5° C. from −10 to +50° C., +/−1° F. from 14 to 122° F. Repeatability: 0.05° C., 0.1° F. Benefits: Dual sensors allow gradients of soil moisture, conductivity, and temperature to be monitored. High accuracy and repeatability. No individual sensor calibration required.

Above-Ground Wireless Mesh Network: Communication Control Nodes. Key Functionality: CCNs are the interface to the Sensor Nodes. Each is a radio node that automatically joins and forms the mesh network on power up. Key Features: Range of ˜1 mile above ground unobstructed. Requires 1 Amp while transmitting. 12-24 Volt AC or DC power. Can be attached via 110/220 Volt power adapter. Weather proof enclosure. Benefits: Self forming, self healing, multihop mesh network; No special wiring required; Two way communications with link quality statistics; Control of buried nodes; The multihop mesh allows extension of the wireless coverage area far beyond the nominal range of the radios.

Agronomy. Soil health impacts everything grown above. What is agronomy? It is the study of plant and soil sciences and how they impact crop and plant production, performance and yield. Every plant has specific tolerances to environmental variables like moisture, temperature and salinity which impact the ability to grow, flourish, proliferate and perform to expectations. Agronomists using the present invention help define those optimal threshold levels as well as their impacts on root, leaf and lateral growth, responses to man-made or natural environmental stress, and resistance to disease and insect pressure. As a result, in this case water usage was reduced by nearly 30% while playability was enhanced uniformly. The indicator of the present invention predicts the likelihood for disease outbreaks before they happen.

The software package utilized feeds off data provided by the wireless soil sensors 21 and wireless communications system. It displays real time conditions and provides comprehensive intelligence and predictive actions. The system helps establish health- and performance-optimizing operating threshold ranges, evaluate your data and current practices, and refine existing programs. The results, optimal turf conditions and real savings, will generate a strong and lasting return on investment. The agronomic benefits include more efficient salinity management, uniform irrigation, deeper rooting, predictive disease control and healthier, more stable conditions. There are environmental benefits as well like water conservation, reduced use of phosphates, nitrates and pesticides, a reduced carbon/water footprint and regulatory compliance.

Real time sensor measurements using the present invention also include soil oxygen, pH, concentrations of specific ion species—(Na+ has a very detrimental effect compared to the same concentration of Ca+2). Pollutant measurements include both hydrocarbons (oils, gasoline, etc.) and metals (chromium, lead, etc.).

As to the wireless transmission network, an alternative process of an adaptive model may be utilized with the present invention. An antenna, designed for efficient RF communication in air is relatively straightforward because the key electrical properties of the transmission medium (air) are well known and essentially constant. In below ground RF transmission, the key properties of the soils vary greatly with moisture content and salinity hence it is a much more difficult problem to design an efficient antenna. In addition, the best antenna design is influenced by how deeply buried the antenna is. The present invention includes elements to the antenna circuit that, under control of microcontroller, allow for varying the properties of the antenna to more closely match the conditions and improve range and reliability of communication. The wireless sub-surface sensor 21 measures both the dielectric constant of the soil (moisture) and conductivity (salinity) directly. Hence, the sensor measures precisely the two most important factors affecting antenna efficiency.

In a predictive model, the method includes activating a sensor and measuring soil electrical properties. The method also includes, based on the soil properties, activating antenna elements to give an effective transmission. The method also includes transmitting sensor data.

In an adaptive model, the method includes activating a sensor and measuring soil electrical properties. The method also includes transmitting data repeatedly until all switchable antenna configurations have been attempted. The method also includes monitoring signal strength for each transmission. The method also includes repeat this process possibly every 60 sensor transmissions.

As time progress, a receiver can put together a two dimensional map (soil dielectric constant on one axis, soil conductivity on the other) with received power for all antenna configurations. The map is downloaded on some regular schedule to the buried sensor node. When the wireless sub-surface sensor 21 makes a measurement, the sensor reviews the map for the antenna configuration that gives the highest received signal power at the receiver for the current conditions. A node configures an antenna and sends a packet of data. Even after the map is downloaded, every 60 sensor readings preferably have all of the different antenna configurations attempted which allows the map to evolve.

The advantage of this adaptive process is that it can make an allowance for the actual depth of burial as well as the relative antenna locations and orientations. This is important because different antenna configurations have different radiation patterns. Hence, it is possible that a less than ideal antenna configuration works best in that it has the highest radiated power in the particular direction and polarization that the receiver antenna lies in.

As shown in FIG. 15, an irrigation system 10′ includes a 24VAC power supply, a controller 11, and a valve box 13 with valves 123 a and 13 b. These irrigation systems 10′ work by using a 24 volt alternating current source to open valves 13 a and 13 b. When no current flows (open switch 51), the valves 13 a and 13 b are closed and no water flows. A controller/timer 11 is used to turn on the current to the separate valves 13 a and 13 b. Usually there is a “common” wire 53 that returns the current from all valves 13 a and 13 b. Separate “hot” wires 52 a and 52 b are used for each of the valves 13 a and 13 b. As shown in FIG. 18, the irrigation controller 11 controls the valve box 13 through wires 17 a and 17 b to provide water form source pipe 16 b to sprinkler pipe 16 a for dispersion on a soil 15 through sprinkler 14.

As shown in FIG. 19, the prior art is improved upon by a system 10 with a tethered sensor 21′ in which is a sensor coupled to an interrupter 12 wired into the wirings 17 a, 17 b, 17 c and 17 d of the valve box 13. The interrupter 12 acts to turn off a scheduled irrigation if the moisture exceeds a predetermined threshold established by a user. The interrupter 12 acts as an in-line switch that closes (allowing current to flow and the valve 13 to open) only if the controller 11 starts a scheduled irrigation and the soil moisture is below a predetermined threshold established by a user). In the system 10 of FIG. 19, the interrupter 12 can only interrupt a scheduled irrigation, not initiate an irrigation. The system 10 has a sensor 21 which is cabled (no wireless communication). The system 10 of FIG. 19 has the advantage of being very simple, it is capable of being easily installed into virtually all existing irrigation systems, and it requires no independent power (the system 10 draws power off the 24VAC irrigation line).

As shown in FIG. 20, a wireless interrupt approach is similar to the “Tethered Sensor” system 10 of FIG. 19, except that wireless communication is used between a wireless soil sensor 21 and an interrupter 12. The wireless soil sensor 21 requires battery power and the interrupter 12 requires a battery to accommodate flexible wireless reporting. The principle advantage of the system 10 of FIG. 20 is that no cabling is needed, and installation is simpler than the tethered system 10 of FIG. 19. As shown in FIG. 20, the wireless soil sensor 21 transmits a wireless signal 18 a to the interrupter 12 pertaining to the moisture levels of the soil in a particular soil area.

A wireless controller system 10 is shown in FIG. 21. The wireless controller system 10 uses a wireless link back to a wireless irrigation controller 11 (there is no “interrupter”) The principle advantage of the wireless controller system 10 of FIG. 21 is that the wireless soil sensors 21 preferably initiate irrigation if needed (allowing for the user to set scheduled irrigation times as well if desired). A user also may allow the wireless controller 11 to look at more than one wireless soil sensor 21 for each irrigation zone (area irrigated by one valve 13) taking an average, use the lowest value, etc. One can also allow for simpler level adjusting, including such features as a “hot day” button nudging the target water levels up a notch and many others.

The goal of one aspect of the present invention is to develop an inexpensive and easy to install system compatible with existing irrigation systems that can be quickly configured by homeowners/landscapers of limited technical sophistication. An objective of the present invention is an overall lower cost, a system that is easy to install in existing and new irrigation systems, setup that is as easy to use as a traditional irrigation controller, and careful design of setup features, default modes, user input device and display to give a superior customer interface.

Irrigation interrupt of the system interfaces simply with existing irrigation control systems to over-ride scheduled irrigation when moisture levels hit user settable thresholds. When operating in this manner, the system is incapable of initiating an irrigation event and needs to be used with a conventional irrigation controller. An irrigation controller 11 of the system 10 can initiate and stop irrigation events and replaces existing installation irrigation controllers or is suitable for complete control of new installations through both timing of irrigation to certain times of the day as well as based on near real-time soil moisture data.

As mentioned above, a typical irrigation controller system 10′ is shown in FIG. 15. The system 10′ includes a 24VAC power supply connected to 120VAC and an irrigation controller 11. Wiring 52 a and 52 b leads from the controller 11 to one or more valve boxes 13. When the current loop is closed, the valves 13 a and 13 b open and a zone is watered. Typically, the controller 11 is set to turn on and off valves at predetermined times for a set time.

In the irrigation interrupt system 10, as shown in FIG. 16, the interrupter 12 is positioned between the standard irrigation controller 11 and the valves 13 a and 13 b. A wireless soil sensor 21 is placed in each irrigation zone and the wireless soil sensor 21 is in periodic communication with the irrigation controller 12. In this system, watering only occurs when both the standard irrigation controller 11 indicates that it is time to water and the irrigation interrupter 12 indicates that soil moisture is below a predetermined threshold. The interrupter 12 opens switch 54 a and 54 b to terminate the current flow through lines 52 a′ and 52 b′ and close the valves 13 a and 13 b. Line 55 provides power to the interrupter 12, especially when the switch 51 of the controller 11 is open.

In the wireless irrigation controller system 10 of FIG. 17, the same interrupter hardware is used but the inputs to the irrigation interrupter 12 are always on, i.e. the irrigation interrupt 12 is now in control and irrigation will occur under the direct control of the wireless interrupter 12 based on soil moisture data. Different firmware is necessary, but the hardware is identical with only minimal changes in the wiring.

In both systems, power for the irrigation interrupter 12 is drawn directly off the 24VAC eliminating the need for a separate power supply.

The system 10 is capable of operating with soil moisture only wireless soil sensors 21 with integrated two-way wireless telemetry, sensor firmware, an irrigation interrupter/controller (Controller) and controller firmware. The wireless soil sensors consist of a soil moisture only sensor, wireless two-way telemetry, microcontroller, and at least some non-volatile memory, and are preferably battery powered. These components are integrated into one physical package (no cabling) and the wireless soil sensor 21 is buried in strategic locations to monitor soil moisture conditions. The sensor firmware manages making sensor measurements, transmitting them to the controller, receiving controller commands, and power-management (putting system to sleep). The controller 11 preferably consists of two-way wireless telemetry compatible with the wireless soil sensors 21, a microcontroller, non-volatile memory, a user input (preferably a four or five way wheel), display (preferably 36 character two line LCD), and circuitry for opening or closing switches for irrigation zones (switch in an open position is over-riding irrigation). In existing irrigation systems and for use with an already installed controller, the wireless controller 11 is spliced into existing wiring close to an existing irrigation controller. In replacing an existing irrigation controller or in new installations, the wireless controller 11 is directly connected to irrigation zone wiring. The controller firmware allows collection of wireless telemetry of soil moisture data, “commissioning” of new wireless soil sensors 21, i.e. associating a wireless soil sensor 21 with an irrigation zone and an installation, setting irrigation thresholds, etc.

All of the components preferably operate over a temperature range of −20 to 70° C. (with the exception of the display which is operable over 0 to 50° C.) and are capable of storage over −20 to 70° C. All components preferably are Human Body Model ESD resistant but not lightning resistant. Wireless soil sensors 21 are preferably fully waterproof while the interrupters 12 preferably only have a low level of splash-proofing. For the purposes of determining battery shelf life in the wireless soil sensors 21, a temperature under 40 C is assumed (temperature, depending on battery technology, can greatly impact self discharge rates).

Wireless telemetry range of approximately 100-200 feet is preferred. The range is achieved at depths of up to 12 inches and in moderate clutter (vegetation, slight topography, through garage wall, etc.). A wireless soil sensor 21 is preferably installed at least as close as 3 inches from soil surface for monitoring soil moisture in shallow rooting turf. The package of the wireless soil sensor is preferably no larger than 2″×2″×8″ (ideally 1.5″×1.5″×6″). A bulky package is difficult to install (particularly at shallow depths), disrupt soil environment, and a turn-off to consumers. A non-volatile memory is preferred. Timekeeping is accurate to within +/−2% which allows the wireless soil sensors 21 to wakeup at on a regular schedule, timing for I2C commands, as well as scheduling sensor “listen” windows for wireless receive modes.

The wireless soil sensor 21 is capable of receiving simple operational parameters wirelessly from a controller 11 or an interrupter 12, which allows the controller 11 or the interrupter 12 to set reporting interval, selection of adaptive algorithms, etc.

A procedure for re-programming the wireless soil sensors 21 after production is included in order to allow for changes encountered in debugging or upgrades. Alternatively, it can be through a programming header in the battery or by some other wireless programming option.

The wireless soil sensor 21 is preferably able to detect imminent battery, to prevent the wireless soil sensors 21 from failing suddenly with no warning or begin to operate intermittently reflecting battery temperature and other variable as well as possibly giving corrupted data that may result in incorrect irrigation decisions.

The sensor firmware is capable of executing and reading I2C commands. Analog sensor requires I2C commands to control oscillator and make A/D measurements. I2C commands need to be executed sequentially according to a sloppy timing of about +/−3 mS over 100 mS. I2C can operate anywhere from 20 to 200 KHz. The sensor firmware is able to perform simple calculations like conversion of raw A/D values into soil moisture which requires simple functions-addition, subtraction, division, polynomials but no log, trig, etc. functions. The sensor firmware is capable of going into a very low power mode between set measurement interval with routines to wake up at end of interval which may range from 1-100 min. which is set in a non-volatile configuration file which can be modified by interrupt controller. After measurement is complete, soil moisture data needs to be sent to interrupt controller 11.

The sensor firmware preferably has a static soil moisture mode. An operational mode that allows the wireless soil sensor 21 to wake up, measure soil moisture, and if a change in soil moisture from the last wirelessly reported measurement does not exceed a settable threshold, return to a sleep mode without sending data. This threshold value, as well as whether this feature is enabled, preferably resides in a non-volatile configuration file which can be modified by the interrupt controller 11. The wireless soil sensor 21 preferably transmits a new reading once every six hours regardless of soil moisture changes to confirm operation.

The wireless soil sensor 21 preferably has a default mode firmware upon power restart for the sensor firmware, which allows a wireless soil sensor 21 to be commissioned, i.e. assigned to a specific irrigation interrupter to allow for resolving sensors from a close neighbors residence. In addition, commissioning must be flexible to allow for a change in assigned interrupt controller 11 in the future or if commissioning is lost.

A wireless soil sensor 21 is preferably capable of a listening mode in a power efficient manner for receiving changes to the configuration file wirelessly from the interrupt controller 11 with a maximum file size of 100 bytes at least once a month without degrading three year sensor battery life. The wireless soil sensor 21 preferably has the ability to download full operating firmware.

On a regular schedule (about once every six hours) the wireless soil sensor 21 preferably provides in addition to the soil moisture value, diagnostics such as battery voltage, and raw measured values not to exceed an additional 25 bytes. This data is used to assess performance and for diagnosis of bugs or sensor failure.

If the raw A/D values used to determine soil moisture data are out of normal ranges, the wireless soil sensor 21 preferably sends a “Bad Data” even if the computed soil moisture value appears reasonable. This helps detect failed wireless soil sensors 21 and prevent bad control actions.

The irrigation interrupter 12 is capable of turning on and off AC current up to 700 mA continuously at 70 C for each irrigation zone from an AC voltage range of 16 to 34 volts with no more that 1V in drop across switching circuitry. Switching circuitry is not damaged by inductive transients generated by turn off of valve solenoids.

Regardless of whether the interrupt controller 11 is allowing or blocking irrigation, the interrupt controller 11 can detect the presence of an AC voltage (generated by irrigation controller 11 to initiate an irrigation). This feature allows for calculations of savings such as % of scheduled irrigation events that were canceled by system.

The hardware for the irrigation interrupter 12 is preferably resistant to moderate ESD and transients that may enter system through 24 VAC transformer in order to be reliable.

The interrupt controller 11 draws power directly from nominal 24VAC transformer to avoid having to use a separate power supply with a maximum current draw of 100 mA. The interrupt controller 11 operates correctly with an AC input varying from 16 to 34 VAC to account for AC mains voltage of 84 to 130 VAC (typical specified level of AC power seen in a household) and variation in transformer output with load.

The interrupt controller 11 is capable of operating in typical residential systems which have between four and eight zones. More sophisticated systems could be addressed by using multiple units.

The interrupt controller 11 is preferably capable of a log for the last 30 days of soil moisture readings for eight zones at 10 minute interval as well as whether an irrigation event is occurring, and whether it has been interrupted at 1 minute intervals in non-volatile memory. The log is preferably structured so accurate date and time is available for data record. This feature is good for both debugging purposes but also in allowing the system to display to the user the amount of water saved thus justifying the product.

Firmware responds as gracefully as possible to problems. For instance, if soil moisture data is out of range or uC lockup (possibly detected by watchdog circuit) irrigation proceeds according to the irrigation controller 11 (i.e. no interrupt). If an irrigation interrupter 12 is operating as a wireless irrigation controller (no standard irrigation controller), the system 10 should default to no irrigation. Failure modes give obvious indication of problems.

Ample code space is preferably reserved to allow for extensive additional features in the future. All user settable configurations are preferably stored in non-volatile memory so as to allow for seamless recovery from lockup or loss of power. Preferably, a real time clock has the ability to keep time after power loss for up to 1 month.

The interrupter firmware is capable of generating a user water savings report for the last day, week, and month (i.e. percent of scheduled irrigation that was interrupted) by zone and as a whole for all eight zones as well as total run time per zone.

A process is developed to allow sensors upon installation or system expansion to be assigned to a particular irrigation zone for a particular irrigation interrupter. The process needs to be flexible enough to allow for replacement of failed wireless soil sensors 21 as well. This allows the system 10 to be used with neighboring installations without confusion as well as assigning the right sensor to the right zone.

A user sets, for each zone, the maximum soil moisture level that will terminate an irrigation event. There is also a settable hysteresis, Y, i.e. if during a single scheduled irrigation event the soil moisture rises about the threshold X and irrigation is stopped, it would not begin again until level fell to X-Y. This prevents valves from turning on and off rapidly when approaching the threshold. When new irrigation event occurs, the threshold defaults back to X.

A hold feature allows a user to hold current conditions going forward (i.e. take last soil moisture readings and apply as thresholds).

A show current status mode for the interrupt controller 11 defaults to when no keypad entry has occurred for a minute or so and shows zone by zone-threshold, last soil moisture data, irrigation is being attempted, and if irrigation is being interrupted.

The save configuration allows up to six configurations to be saved, named, and recalled (for all zones thresholds, hysteresis, adaptive algorithms on or off, etc.). This allows for summer and winter settings, etc.

A disable setting is where all zones are enabled and the system is under control of the irrigation controller 11 solely, i.e. the interrupter 12 allows valves 13 a and 13 b to be on at all times when the standard irrigation controller 11 schedules irrigation regardless of the soil moisture data. This is a “safety mode” so that if there are critical problems, the user is not forced to reconfigure things to keep the grass from dying.

A bump feature allows a user to “bump” up or down all thresholds equally at an approximately 0.5% water by volume increment (allows for quick adjustment for hot weather or other reasons), which revert to previous settings after 1 days unless user selects to apply them permanently.

The firmware is preferably capable of detecting missing or out of range soil moisture and low battery conditions and display warning.

A wireless irrigation controller mode allows the irrigation interrupter 12 to function as full soil moisture data driven irrigation controller 11 without the use of a standard irrigation controller 11. Essentially all of the features of a standard irrigation controller 11 are implemented such as scheduling irrigation times, valve run-times, etc. These scheduled events are subjected to the same “interrupt” schemes as the irrigation interrupter 12 based on soil moisture data.

When water is applied to the soil the wireless soil sensors 21 report the increase in moisture content but also look at the tail off in moisture levels when irrigation ceases. In cases of significant overwatering, there is a sharp spike in moisture levels followed by a sharp fall after irrigation ceases. This is due to the soil essentially being so wet it “free drains” below the root zone (thus wasting the water). The present invention implements algorithms to monitor this and adjust irrigation events to eliminate this wasteful practice allowing the system to essentially configure itself over time. The wireless soil sensor 21 is preferably directly integrated with a radio and microcontroller. It also preferably has a sleeve that fits over the sensor that the user removes to turn it on. It also preferably has an optional microcontroller generated clock signal to avoid having to use a separate oscillator for the conductivity measurement. It also preferably has the same RF frequency the radio uses to eliminate having to use a separate oscillator for the soil moisture measurement. It also preferably uses “spread spectrum oscillators” to achieve FCC compliance. It also preferably has sensor components that are currently PCB may be made out of conducting plastic formulations simplifying assembly, improving aesthetics, and reducing costs.

As shown in FIG. 22, the sensor apparatus 120 preferable includes a digital signal processor 135 connected to a moisture circuit 122 and a salinity circuit 123, which are both connected to a probe structure 121. The probe structure 121 is placed in the soil which is to be measured. The probe structure 121 forms an effective coaxial capacitor within the soil. Such probe structures are well known in the art, and typically include a base and elongated conductors extending from the base and disposed around a central elongated conductor. The digital signal processor 135 or microprocessor, facilitates the process, allowing for multiple conducting structures to be inserted into the soil (or other media of interest) as well as cabling to provide power and transfer measurement results to recording or control instrumentation. The probe structure 121, which when placed in soil forms, electrically, the circuit elements C_(S) and R_(s), and are referred to as forming a “capacitor.” The probe structure 121 can be arranged in a variety of different geometries many of which are shown in U.S. Pat. Nos. 2,870,404, 4,288,742, and 4,540,936, all of which are hereby incorporated by reference in their entireties. The conducting structures of the afore-mentioned '104 patent can also be included in the probe structure 121. The probe structure 121 can be made of metal, printed circuit board, or other electrically conductive materials. Depending on the media of interest, the range of expected C_(S) and R_(s) to be measured and frequencies employed, many different geometries and sizes can be employed as the probe structure 121 in sensor.

FIG. 23 illustrates a graph 302 showing a calibration curve of the variation in 1/RC (X axis) with increasing sample conductivity (Y axis).

FIG. 24 is an embodiment of sensor 21. The wireless sub-surface sensor 21 preferably has a housing 30, a processor 31, a configuration switchable antenna 32, an antenna circuit 39, sensors 33 a and 33 c, and a power supply 34. At least one of the sensors 33 are preferably measures the electrical properties of the soil. The antenna circuit 39 tunes the antenna to optimize the transmission. The antenna circuit 39 preferably comprises a plurality of resistors and inductors for tuning the antenna to match an optimal impedance for transmission.

FIG. 25 is a flow chart of a method 2000 for prescribing action to maintain a land area within a predetermined performance zone. At block 2001, a plurality of parameters of the land area are monitored by a plurality of sensors. At block 2002, a plurality of values for each of the plurality of parameters of the land area are generated by the sensors. At block 2003, the plurality of values are transmitted to a processing location. At block 2004, the plurality of values are processed to generate a plurality of indicator values of a current state in relation to the performance zone for the land area. At block 2005, a desired state for the land area is determined at the processing location. At block 2006, an action for the land area is prescribed.

FIG. 26 is a flow chart of a method 3000 for adaptive irrigation control. At block 3001, real-time soil moisture, soil temperature and soil salinity values are obtained by a plurality of sensors. At block 3002, a real-time moisture percolation value is obtained. At block 3003, watering schedules based on the values are determined without end-user intervention. At block 3004, watering schedules to at least one of seasonal, weather, climate and soil conditions are adapted by the irrigation system.

FIG. 27 is a flow chart of a method 4000 for predicting alerts to maintain a land area within a predetermined performance zone. At block 4001, a plurality of parameters of the land area are monitored by a plurality of sensors. At block 4002, a plurality of values for each of the plurality of parameters of the land area are generated by the sensors. At block 4003, the plurality of values are transmitted to a processing location. At block 4004, the plurality of values are processed to generate a plurality of indicator values of a current state in relation to the performance zone for the land area. At block 4005, the processing engine determines if the current state exceeds an alert threshold. At block 4006, an operator is alerted if the current state exceeds an alert threshold or will exceed an alert threshold.

FIG. 28 is a flow chart of a method 5000 for an agronomic service for a land area. At block 5001, a plurality of parameters of the land area are monitored by a plurality of sensors. At block 5002, a plurality of values for each of the plurality of parameters of the land area are generated by the sensors. At block 5003, the plurality of values are transmitted to a processing location. At block 5004, the plurality of values are processed to generate a plurality of indicator values of a current state in relation to the performance zone for the land area. At block 5005, the processing engine compares the current state to a performance zone for the land area. At block 5006, an agronomic service is prescribed based on the current state.

FIG. 29 is a flow chart of a method 6000 for an agronomic service for a land area. At block 6001, a plurality of parameters of the land area are monitored by a plurality of sensors. At block 6002, a plurality of values for each of the plurality of parameters of the land area are generated by the sensors. At block 6003, the plurality of values are transmitted to a processing location. At block 6004, the plurality of values are processed to generate a plurality of indicator values of a current state of the irrigation of the land area. At block 6005, the processing engine determines if the current state is within at least one regulatory standard. At block 6006, an agronomic service is prescribed based on the current state.

From the foregoing it is believed that those skilled in the pertinent art will recognize the meritorious advancement of this invention and will readily understand that while the present invention has been described in association with a preferred embodiment thereof, and other embodiments illustrated in the accompanying drawings, numerous changes modification and substitutions of equivalents may be made therein without departing from the spirit and scope of this invention which is intended to be unlimited by the foregoing except as may appear in the following appended claim. Therefore, the embodiments of the invention in which an exclusive property or privilege is claimed are defined in the following appended claims. 

We claim as our invention:
 1. A method for prescribing action to maintain a land area within a predetermined performance zone, the method comprising: monitoring a plurality of parameters of the land area utilizing a plurality of above-ground sensors and plurality of wireless sub-surface sensors positioned at least three inches below the surface and transmitting from below the surface based on the soil properties wherein an antenna configuration of each of the plurality of wireless sub-surface sensors is defined based on the actual burial depth of each of plurality of wireless sub-surface sensors, each of the plurality of wireless sub-surface sensors controlled by an irrigation controller, wherein the plurality of parameters comprises soil salinity, soil temperature, soil moisture, air temperature, soil pollutant content including hydrocarbons and metals, and soil nutrient content; generating a plurality of values for each of the plurality of parameters of the land area; transmitting the plurality of values to a processing engine at a processing location; processing the plurality of values to generate a plurality of indicator values of a current state in relation to the performance zone for the land area; determining a desired state for the land area to optimize root, leaf and lateral growth, wherein the desired state is a zone defined by upper and lower operating thresholds to ensure plant health; and prescribing agronomic service based on the current state for the land area to optimize root, leaf and lateral growth to promote efficient salinity management, uniform irrigation, deeper rooting, predictive disease control and healthier, more stable conditions.
 2. The method according to claim 1 wherein the prescribed action is to change the status from the current state to the desired state for the land area.
 3. The method according to claim 1 wherein the land area is a golf course, a green of a golf course, a fairway of a golf course, a farm or a suburban home.
 4. A method for prescribing action to maintain a land area within a predetermined performance zone, the method comprising: monitoring a plurality of parameters of the land area utilizing a plurality of above-ground sensors and plurality of wireless sub-surface sensors positioned at least three inches below the surface and transmitting from below the surface based on the soil properties wherein an antenna configuration of each of the plurality of wireless sub-surface sensors is defined based on the actual burial depth of each of plurality of wireless sub-surface sensors, each of the plurality of wireless sub-surface sensors in communication with an irrigation controller of a plurality of irrigation controllers, each of the plurality of irrigation controllers controlling a plurality of valves for watering the land area, wherein the plurality of parameters comprises soil salinity, soil temperature, soil moisture, air temperature, soil pollutant content including hydrocarbons and metals and soil nutrient content; generating a plurality of values for each of the plurality of parameters; transmitting the plurality of values to a processing engine at a processing location; processing the plurality of values to generate a plurality of indicator values of a current state in relation to the performance zone for the land area; determining a desired state for the land area to optimize root, leaf and lateral growth, wherein the desired state is a zone defined by upper and lower operating thresholds to ensure plant health; and prescribing agronomic service based on the current state for the land area to optimize root, leaf and lateral growth to promote efficient salinity management, uniform irrigation, deeper rooting, predictive disease control and healthier, more stable conditions, wherein the plurality of irrigation controllers control the plurality of valves for watering the land area according to the agronomic service. 